{
 "cells": [
  {
   "cell_type": "markdown",
   "id": "bb425bf5",
   "metadata": {},
   "source": [
    "### OCR with Qwen3-Omni"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "b92d046f",
   "metadata": {},
   "outputs": [],
   "source": [
    "import os\n",
    "os.environ['VLLM_USE_V1'] = '0'\n",
    "os.environ['VLLM_WORKER_MULTIPROC_METHOD'] = 'spawn'\n",
    "os.environ[\"VLLM_LOGGING_LEVEL\"] = \"ERROR\"\n",
    "os.environ['CUDA_VISIBLE_DEVICES'] = \"0\"\n",
    "import torch\n",
    "import warnings\n",
    "import numpy as np\n",
    "\n",
    "warnings.filterwarnings('ignore')\n",
    "warnings.filterwarnings('ignore', category=DeprecationWarning)\n",
    "warnings.filterwarnings('ignore', category=FutureWarning)\n",
    "warnings.filterwarnings('ignore', category=UserWarning)\n",
    "\n",
    "from qwen_omni_utils import process_mm_info\n",
    "from transformers import Qwen3OmniMoeProcessor\n",
    "\n",
    "def _load_model_processor():\n",
    "    if USE_TRANSFORMERS:\n",
    "        from transformers import Qwen3OmniMoeForConditionalGeneration\n",
    "        if TRANSFORMERS_USE_FLASH_ATTN2:\n",
    "            model = Qwen3OmniMoeForConditionalGeneration.from_pretrained(MODEL_PATH,\n",
    "                                                                         dtype='auto',\n",
    "                                                                         attn_implementation='flash_attention_2',\n",
    "                                                                         device_map=\"auto\")\n",
    "        else:\n",
    "            model = Qwen3OmniMoeForConditionalGeneration.from_pretrained(MODEL_PATH, device_map=\"auto\", dtype='auto')\n",
    "    else:\n",
    "        from vllm import LLM\n",
    "        model = LLM(\n",
    "            model=MODEL_PATH, trust_remote_code=True, gpu_memory_utilization=0.95,\n",
    "            tensor_parallel_size=torch.cuda.device_count(),\n",
    "            limit_mm_per_prompt={'image': 1, 'video': 3, 'audio': 3},\n",
    "            max_num_seqs=1,\n",
    "            max_model_len=32768,\n",
    "            seed=1234,\n",
    "        )\n",
    "\n",
    "    processor = Qwen3OmniMoeProcessor.from_pretrained(MODEL_PATH)\n",
    "    return model, processor\n",
    "\n",
    "def run_model(model, processor, messages, return_audio, use_audio_in_video):\n",
    "    if USE_TRANSFORMERS:\n",
    "        text = processor.apply_chat_template(messages, add_generation_prompt=True, tokenize=False)\n",
    "        audios, images, videos = process_mm_info(messages, use_audio_in_video=use_audio_in_video)\n",
    "        inputs = processor(text=text, audio=audios, images=images, videos=videos, return_tensors=\"pt\", padding=True, use_audio_in_video=use_audio_in_video)\n",
    "        inputs = inputs.to(model.device).to(model.dtype)\n",
    "        text_ids, audio = model.generate(**inputs, \n",
    "                                            thinker_return_dict_in_generate=True,\n",
    "                                            thinker_max_new_tokens=8192, \n",
    "                                            thinker_do_sample=False,\n",
    "                                            speaker=\"Ethan\", \n",
    "                                            use_audio_in_video=use_audio_in_video,\n",
    "                                            return_audio=return_audio)\n",
    "        response = processor.batch_decode(text_ids.sequences[:, inputs[\"input_ids\"].shape[1] :], skip_special_tokens=True, clean_up_tokenization_spaces=False)[0]\n",
    "        if audio is not None:\n",
    "            audio = np.array(audio.reshape(-1).detach().cpu().numpy() * 32767).astype(np.int16)\n",
    "        return response, audio\n",
    "    else:\n",
    "        from vllm import SamplingParams\n",
    "        sampling_params = SamplingParams(temperature=1e-2, top_p=0.1, top_k=1, max_tokens=8192)\n",
    "        text = processor.apply_chat_template(messages, tokenize=False, add_generation_prompt=True)\n",
    "        audios, images, videos = process_mm_info(messages, use_audio_in_video=use_audio_in_video)\n",
    "        inputs = {'prompt': text, 'multi_modal_data': {}, \"mm_processor_kwargs\": {\"use_audio_in_video\": use_audio_in_video}}\n",
    "        if images is not None: inputs['multi_modal_data']['image'] = images\n",
    "        if videos is not None: inputs['multi_modal_data']['video'] = videos\n",
    "        if audios is not None: inputs['multi_modal_data']['audio'] = audios\n",
    "        outputs = model.generate(inputs, sampling_params=sampling_params)\n",
    "        response = outputs[0].outputs[0].text\n",
    "        return response, None\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "d37dcedc",
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Unrecognized keys in `rope_scaling` for 'rope_type'='default': {'interleaved', 'mrope_section'}\n",
      "Unrecognized keys in `rope_scaling` for 'rope_type'='default': {'interleaved', 'mrope_section'}\n",
      "`torch_dtype` is deprecated! Use `dtype` instead!\n",
      "2025-09-14 19:38:44,514\tINFO util.py:154 -- Missing packages: ['ipywidgets']. Run `pip install -U ipywidgets`, then restart the notebook server for rich notebook output.\n",
      "You are attempting to use Flash Attention 2 without specifying a torch dtype. This might lead to unexpected behaviour\n",
      "Loading safetensors checkpoint shards:   0% Completed | 0/15 [00:00<?, ?it/s]\n",
      "Loading safetensors checkpoint shards:   7% Completed | 1/15 [00:00<00:09,  1.54it/s]\n",
      "Loading safetensors checkpoint shards:  20% Completed | 3/15 [00:01<00:06,  1.81it/s]\n",
      "Loading safetensors checkpoint shards:  27% Completed | 4/15 [00:02<00:08,  1.25it/s]\n",
      "Loading safetensors checkpoint shards:  33% Completed | 5/15 [00:03<00:05,  1.74it/s]\n",
      "Loading safetensors checkpoint shards:  40% Completed | 6/15 [00:04<00:06,  1.37it/s]\n",
      "Loading safetensors checkpoint shards:  47% Completed | 7/15 [00:05<00:06,  1.18it/s]\n",
      "Loading safetensors checkpoint shards:  53% Completed | 8/15 [00:06<00:06,  1.10it/s]\n",
      "Loading safetensors checkpoint shards:  60% Completed | 9/15 [00:07<00:05,  1.06it/s]\n",
      "Loading safetensors checkpoint shards:  67% Completed | 10/15 [00:08<00:04,  1.01it/s]\n",
      "Loading safetensors checkpoint shards:  73% Completed | 11/15 [00:09<00:04,  1.02s/it]\n",
      "Loading safetensors checkpoint shards:  80% Completed | 12/15 [00:10<00:03,  1.07s/it]\n",
      "Loading safetensors checkpoint shards:  87% Completed | 13/15 [00:11<00:02,  1.08s/it]\n",
      "Loading safetensors checkpoint shards:  93% Completed | 14/15 [00:12<00:01,  1.09s/it]\n",
      "Loading safetensors checkpoint shards: 100% Completed | 15/15 [00:13<00:00,  1.08s/it]\n",
      "Loading safetensors checkpoint shards: 100% Completed | 15/15 [00:13<00:00,  1.07it/s]\n",
      "\n",
      "The image processor of type `Qwen2VLImageProcessor` is now loaded as a fast processor by default, even if the model checkpoint was saved with a slow processor. This is a breaking change and may produce slightly different outputs. To continue using the slow processor, instantiate this class with `use_fast=False`. Note that this behavior will be extended to all models in a future release.\n",
      "Unused or unrecognized kwargs: images.\n",
      "Capturing CUDA graph shapes: 100%|██████████| 1/1 [00:00<00:00,  1.41it/s]\n"
     ]
    }
   ],
   "source": [
    "import librosa\n",
    "import audioread\n",
    "\n",
    "from IPython.display import Video\n",
    "from IPython.display import Image\n",
    "from IPython.display import Audio\n",
    "\n",
    "MODEL_PATH = \"Qwen/Qwen3-Omni-30B-A3B-Instruct\"\n",
    "# MODEL_PATH = \"Qwen/Qwen3-Omni-30B-A3B-Thinking\"\n",
    "\n",
    "USE_TRANSFORMERS = False\n",
    "TRANSFORMERS_USE_FLASH_ATTN2 = True\n",
    "\n",
    "model, processor = _load_model_processor()\n",
    "\n",
    "USE_AUDIO_IN_VIDEO = True\n",
    "RETURN_AUDIO = False"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "0b1330dc",
   "metadata": {},
   "outputs": [
    {
     "data": {
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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/jpeg": {
       "height": 360,
       "width": 640
      }
     },
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Adding requests: 100%|██████████| 1/1 [00:00<00:00, 36.22it/s]\n",
      "Processed prompts: 100%|██████████| 1/1 [00:00<00:00,  1.85it/s, est. speed input: 1586.96 toks/s, output: 103.69 toks/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "尊敬的老师\n",
      "展信舒颜\n",
      "气温骤降\n",
      "树叶无声无息的掉落\n",
      "教诲如春风\n",
      "师恩深似海\n",
      "愿温馨、喜悦与幸福\n",
      "如同吐露芬芳的花朵\n",
      "永远洋溢在您幸福的时光里\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    }
   ],
   "source": [
    "image_path = \"https://qianwen-res.oss-cn-beijing.aliyuncs.com/Qwen3-Omni/cookbook/ocr2.jpeg\"\n",
    "\n",
    "messages = [\n",
    "    {\n",
    "        \"role\": \"user\",\n",
    "        \"content\": [\n",
    "            {\"type\": \"image\", \"image\": image_path},\n",
    "            {\"type\": \"text\", \"text\": \"请提取图片中的文字。\"},\n",
    "        ]\n",
    "    }\n",
    "]\n",
    "\n",
    "display(Image(image_path, width=640, height=360))\n",
    "\n",
    "response, _ = run_model(model=model, messages=messages, processor=processor, return_audio=RETURN_AUDIO, use_audio_in_video=USE_AUDIO_IN_VIDEO)\n",
    "\n",
    "print(response)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "61c7f53d",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/jpeg": 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",
      "text/plain": [
       "<IPython.core.display.Image object>"
      ]
     },
     "metadata": {
      "image/jpeg": {
       "height": 360,
       "width": 640
      }
     },
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Adding requests: 100%|██████████| 1/1 [00:00<00:00, 154.57it/s]\n",
      "Processed prompts: 100%|██████████| 1/1 [00:00<00:00,  1.31it/s, est. speed input: 163.51 toks/s, output: 109.88 toks/s]"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "$$\\left\\{ \\begin{array} { l } { v = v _ { 0 } + a t \\Rightarrow t = \\frac { v - v _ { 0 } } { a } } \\\\ { x = v _ { 0 } t + \\frac { 1 } { 2 } a t ^ { 2 } } \\end{array} \\right.$$\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "\n"
     ]
    }
   ],
   "source": [
    "image_path = \"https://qianwen-res.oss-cn-beijing.aliyuncs.com/Qwen3-Omni/cookbook/ocr1.jpeg\"\n",
    "\n",
    "messages = [\n",
    "    {\n",
    "        \"role\": \"user\",\n",
    "        \"content\": [\n",
    "            {\"type\": \"image\", \"image\": image_path},\n",
    "            {\"type\": \"text\", \"text\": \"Extract the text from the image.\"},\n",
    "        ]\n",
    "    }\n",
    "]\n",
    "\n",
    "display(Image(image_path, width=640, height=360))\n",
    "\n",
    "response, _ = run_model(model=model, messages=messages, processor=processor, return_audio=RETURN_AUDIO, use_audio_in_video=USE_AUDIO_IN_VIDEO)\n",
    "\n",
    "print(response)"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "qwen3_omni_public",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.18"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
